Class Introduction

Enumeration class of retrieval modes.

Currently, three retrieval modes are supported: DENSE for dense retrieval, SPARSE for sparse retrieval, and HYBRID for hybrid retrieval.

• Dense retrieval: Vector fields in a database contains only dense types.
• Sparse retrieval: Vector fields in a database contains only sparse types.
• Hybrid retrieval: Fields stored in a database contain both dense and sparse types.

from mx_rag.storage.vectorstore import SearchMode
class SearchMode(Enum):
    DENSE = 0
    SPARSE = 1
    HYBRID = 2